Alexandre M.J.-C. Wadoux,
Brendan Malone,
Budiman Minasny,
Mario Fajardo,
Alex B. McBratney
e.a.
Soil Spectral Inference with R
Analysing Digital Soil Spectra using the R Programming Environment
Gebonden Engels 2021 9783030648954Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
This book provides a didactic overview of techniques for inferring information from soil spectroscopic data, and the codes in the R programming language for performing such analyses. It is intended for students, researchers and practitioners looking to infer soil information from spectroscopic data, focusing mainly on, but not restricted to, the infrared range of the electromagnetic spectrum. Little prior knowledge of the R programming language or digital soil spectra is required. We work through the steps to process spectroscopic data systematically.
Specificaties
ISBN13:9783030648954
Taal:Engels
Bindwijze:gebonden
Uitgever:Springer International Publishing
Serie:Progress in Soil Science
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Inhoudsopgave
1. Introduction.- 2. Getting Started with R.- 3. Material.- 4. Data Handling of Spectra.- 5. Pre-Processing of Spectra.- 6. Similarity between Spectra and the Detection of Outlier.- 7. Selection of the Calibration Sample.- 8. Estimating Soil Properties and Classes from Spectra.- 9. Spectral Transformation.
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